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Research#Agent🔬 ResearchAnalyzed: Jan 10, 2026 12:53

ProAgent: Enhancing LLM Agents with On-Demand Sensory Contexts

Published:Dec 7, 2025 08:21
1 min read
ArXiv

Analysis

This ArXiv paper explores the use of on-demand sensory contexts to improve the proactive capabilities of LLM agent systems, likely focusing on how agents can better understand and react to their environment. The research suggests potential advancements in agent proactivity and responsiveness.
Reference

The paper focuses on leveraging on-demand sensory contexts.